Ranking de variables usando TeorÃa de la Información.
Dra. Melanie Kolb
M. en F. C. Gustavo Magallanes-Guijón
Dr. Oliver López-Corona
Sitio: Tlacotepec
Acontinuación se presentan cuatro apartados de gráficos del cuerpo de agua RÃo Metztitlán, sitio Tlacotepec.
Los gráficos son en el siguiente orden:
Información mutua
EntropÃa
Ganancia de información
Proporción de Ganancia (de información)
Gráficas Información Mutua
## var en mi ig gr
## en8 CR_TOT 4.662 2.130 2.129773 0.7999261
## en X 5.209 4.129 4.129070 0.7926111
## en13 DUR_TOT 5.209 4.129 4.129070 0.7926111
## en14 N_TOT 5.209 4.129 4.129070 0.7926111
## en16 N_NH3 5.209 4.129 4.129070 0.7926111
## en17 N_NO2 5.209 4.129 4.129070 0.7926111
## en18 N_NO3 5.209 4.129 4.129070 0.7926111
## en5 NI_TOT 4.496 1.373 1.372973 0.7892146
## en1 OD_mg.L 5.209 4.021 4.020962 0.7882161
## en7 HG_TOT 5.027 3.304 3.303954 0.7863239
## en10 TURBIEDAD 5.209 3.967 3.966908 0.7859480
## en4 TEMP_AGUA 5.209 3.838 3.838398 0.7803555
## en6 E_COLI 5.209 3.838 3.838398 0.7803555
## en15 COLI_FEC 5.209 3.838 3.838398 0.7803555
## en11 SST 5.209 3.548 3.547725 0.7665606
## en12 COLOR_VER 5.047 2.980 2.979629 0.7644289
## en9 AS_TOT 4.842 2.161 2.160721 0.7520061
## en2 COLI_TOT 5.047 2.560 2.559939 0.7360039
## en3 pH_CAMPO 5.101 2.596 2.595853 0.7275112
## Error in table(input, target) : all arguments must have the same length
## Error in table(input, target) : all arguments must have the same length
## var en mi ig gr
## en15 COLI_FEC 4.919 3.478 3.478160 0.7071183
## en5 NI_TOT 4.019 1.199 1.199019 0.6892219
## en9 AS_TOT 4.399 1.953 1.952793 0.6796400
## en X 5.209 3.478 3.478160 0.6676631
## en13 DUR_TOT 5.209 3.478 3.478160 0.6676631
## en14 N_TOT 5.209 3.478 3.478160 0.6676631
## en16 N_NH3 5.209 3.478 3.478160 0.6676631
## en17 N_NO2 5.209 3.478 3.478160 0.6676631
## en18 N_NO3 5.209 3.478 3.478160 0.6676631
## en2 OD_mg.L 5.209 3.370 3.370052 0.6606202
## en4 TEMP_AGUA 5.155 3.242 3.241541 0.6590132
## en10 TURBIEDAD 5.209 3.316 3.315998 0.6569856
## en11 SST 5.101 3.005 3.004923 0.6492767
## en6 E_COLI 5.209 3.187 3.187487 0.6480239
## en12 COLOR_VER 4.865 2.511 2.511283 0.6442740
## en3 pH_CAMPO 4.831 2.215 2.215212 0.6208333
## en1 SAAM 5.047 2.560 2.559939 0.6199795
## en8 CR_TOT 4.507 1.634 1.633872 0.6136694
## en7 HG_TOT 5.155 2.525 2.524533 0.6008257
## var en mi ig gr
## en15 COLI_FEC 5.101 3.386 3.385563 0.6882931
## en X 5.209 3.568 3.568128 0.6849332
## en13 DUR_TOT 5.209 3.568 3.568128 0.6849332
## en14 N_TOT 5.209 3.568 3.568128 0.6849332
## en16 N_NH3 5.209 3.568 3.568128 0.6849332
## en17 N_NO2 5.209 3.568 3.568128 0.6849332
## en18 N_NO3 5.209 3.568 3.568128 0.6849332
## en2 OD_mg.L 5.209 3.460 3.460019 0.6782563
## en10 TURBIEDAD 5.209 3.406 3.405965 0.6748106
## en11 SST 5.101 3.095 3.094890 0.6687161
## en4 TEMP_AGUA 5.209 3.277 3.277455 0.6663145
## en6 E_COLI 5.209 3.277 3.277455 0.6663145
## en9 AS_TOT 4.608 1.834 1.833698 0.6381906
## en3 COLI_TOT 4.831 2.215 2.215212 0.6368921
## en7 HG_TOT 5.101 2.669 2.668554 0.6351021
## en1 SAAM 5.101 2.596 2.595853 0.6286773
## en12 COLOR_VER 5.101 2.365 2.364632 0.6066504
## en5 NI_TOT 4.260 1.048 1.047518 0.6021359
## en8 CR_TOT 4.628 1.602 1.602482 0.6018796
## var en mi ig gr
## en9 AS_TOT 5.027 2.765 2.765168 0.9623746
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en6 E_COLI 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en11 SST 5.209 4.337 4.337435 0.9371941
## en3 COLI_TOT 5.155 3.242 3.241541 0.9319702
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en5 NI_TOT 5.047 1.611 1.611160 0.9261294
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en8 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en8 CR_TOT 2.717 1.686 1.6856165 0.6331044
## en12 COLOR_VER 4.134 1.503 1.5030520 0.3856105
## en3 COLI_TOT 4.019 1.199 1.1990190 0.3447280
## en6 E_COLI 4.973 1.686 1.6856165 0.3426899
## en7 HG_TOT 4.516 1.425 1.4252725 0.3392075
## en10 TURBIEDAD 5.101 1.686 1.6856165 0.3339646
## en X 5.209 1.740 1.7396706 0.3339449
## en13 DUR_TOT 5.209 1.740 1.7396706 0.3339449
## en14 N_TOT 5.209 1.740 1.7396706 0.3339449
## en16 N_NH3 5.209 1.740 1.7396706 0.3339449
## en17 N_NO2 5.209 1.740 1.7396706 0.3339449
## en18 N_NO3 5.209 1.740 1.7396706 0.3339449
## en1 SAAM 4.496 1.373 1.3729734 0.3325139
## en2 OD_mg.L 5.155 1.686 1.6856165 0.3304259
## en5 TEMP_AGUA 5.047 1.611 1.6111601 0.3275527
## en15 COLI_FEC 5.047 1.611 1.6111601 0.3275527
## en11 SST 4.885 1.483 1.4826496 0.3203576
## en4 pH_CAMPO 4.260 1.048 1.0475181 0.2935764
## en9 AS_TOT 4.181 0.432 0.4319729 0.1503416
## var en mi ig gr
## en6 NI_TOT 4.973 1.686 1.685617 0.9689286
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en8 CR_TOT 5.081 2.500 2.500300 0.9390932
## en11 SST 5.209 4.337 4.337435 0.9371941
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en3 COLI_TOT 5.209 3.187 3.187487 0.9164292
## en9 AS_TOT 5.209 2.583 2.582603 0.8988358
## var en mi ig gr
## en8 CR_TOT 4.516 2.348 2.348064 0.8819146
## en6 NI_TOT 4.516 1.425 1.425273 0.8192772
## en11 SST 5.081 3.749 3.748937 0.8100366
## en X 5.209 4.202 4.201772 0.8065668
## en13 DUR_TOT 5.209 4.202 4.201772 0.8065668
## en14 N_TOT 5.209 4.202 4.201772 0.8065668
## en16 N_NH3 5.209 4.202 4.201772 0.8065668
## en17 N_NO2 5.209 4.202 4.201772 0.8065668
## en18 N_NO3 5.209 4.202 4.201772 0.8065668
## en2 OD_mg.L 5.209 4.094 4.093664 0.8024675
## en10 TURBIEDAD 5.209 4.040 4.039610 0.8003520
## en1 SAAM 5.027 3.304 3.303954 0.8001689
## en5 TEMP_AGUA 5.209 3.911 3.911099 0.7951359
## en7 E_COLI 5.209 3.911 3.911099 0.7951359
## en15 COLI_FEC 5.209 3.911 3.911099 0.7951359
## en12 COLOR_VER 5.155 2.944 2.944223 0.7553453
## en4 pH_CAMPO 5.101 2.669 2.668554 0.7478864
## en3 COLI_TOT 5.155 2.525 2.524533 0.7258242
## en9 AS_TOT 5.027 2.048 2.048159 0.7128306
## var en mi ig gr
## en6 NI_TOT 2.717 1.686 1.6856165 0.9689286
## en8 HG_TOT 4.516 2.348 2.3480643 0.5588272
## en12 COLOR_VER 4.540 2.020 2.0199100 0.5182113
## en1 SAAM 4.662 2.130 2.1297730 0.5157996
## en X 5.209 2.662 2.6624624 0.5110829
## en13 DUR_TOT 5.209 2.662 2.6624624 0.5110829
## en14 N_TOT 5.209 2.662 2.6624624 0.5110829
## en16 N_NH3 5.209 2.662 2.6624624 0.5110829
## en17 N_NO2 5.209 2.662 2.6624624 0.5110829
## en18 N_NO3 5.209 2.662 2.6624624 0.5110829
## en7 E_COLI 5.081 2.500 2.5003002 0.5083171
## en10 TURBIEDAD 5.155 2.554 2.5543543 0.5060842
## en11 SST 4.973 2.318 2.3177357 0.5007955
## en2 OD_mg.L 5.209 2.554 2.5543543 0.5007217
## en5 TEMP_AGUA 5.155 2.426 2.4258438 0.4931799
## en15 COLI_FEC 5.155 2.426 2.4258438 0.4931799
## en3 COLI_TOT 4.507 1.634 1.6338717 0.4697517
## en4 pH_CAMPO 4.628 1.602 1.6024818 0.4491100
## en9 AS_TOT 4.561 0.975 0.9749337 0.3393108
## var en mi ig gr
## en5 TEMP_AGUA 5.027 2.765 2.7651679 0.5621653
## en3 COLI_TOT 4.399 1.953 1.9527934 0.5614444
## en X 5.209 2.873 2.8732760 0.5515504
## en13 DUR_TOT 5.209 2.873 2.8732760 0.5515504
## en14 N_TOT 5.209 2.873 2.8732760 0.5515504
## en16 N_NH3 5.209 2.873 2.8732760 0.5515504
## en17 N_NO2 5.209 2.873 2.8732760 0.5515504
## en18 N_NO3 5.209 2.873 2.8732760 0.5515504
## en10 TURBIEDAD 5.155 2.765 2.7651679 0.5478519
## en15 COLI_FEC 5.101 2.691 2.6907115 0.5470281
## en2 OD_mg.L 5.209 2.765 2.7651679 0.5420468
## en7 E_COLI 5.209 2.583 2.5826034 0.5250495
## en1 SAAM 4.842 2.161 2.1607212 0.5232948
## en4 pH_CAMPO 4.608 1.834 1.8336978 0.5139104
## en11 SST 5.155 2.346 2.3459848 0.5068993
## en12 COLOR_VER 4.831 1.940 1.9400510 0.4977234
## en8 HG_TOT 5.027 2.048 2.0481591 0.4874513
## en9 CR_TOT 4.561 0.975 0.9749337 0.3661775
## en6 NI_TOT 4.181 0.432 0.4319729 0.2483073
## var en mi ig gr
## en12 COLOR_VER 5.155 3.790 3.789742 0.9722647
## en6 NI_TOT 5.101 1.686 1.685617 0.9689286
## en X 5.209 5.047 5.047291 0.9688716
## en13 DUR_TOT 5.209 5.047 5.047291 0.9688716
## en14 N_TOT 5.209 5.047 5.047291 0.9688716
## en16 N_NH3 5.209 5.047 5.047291 0.9688716
## en17 N_NO2 5.209 5.047 5.047291 0.9688716
## en18 N_NO3 5.209 5.047 5.047291 0.9688716
## en2 OD_mg.L 5.209 4.939 4.939183 0.9682119
## en5 TEMP_AGUA 5.209 4.757 4.756619 0.9670320
## en7 E_COLI 5.209 4.757 4.756619 0.9670320
## en15 COLI_FEC 5.209 4.757 4.756619 0.9670320
## en11 SST 5.209 4.466 4.465946 0.9649615
## en10 AS_TOT 5.155 2.765 2.765168 0.9623746
## en8 HG_TOT 5.209 4.040 4.039610 0.9614062
## en1 SAAM 5.209 3.967 3.966908 0.9607267
## en9 CR_TOT 5.155 2.554 2.554354 0.9593954
## en4 pH_CAMPO 5.209 3.406 3.405965 0.9545526
## en3 COLI_TOT 5.209 3.316 3.315998 0.9533770
## var en mi ig gr
## en8 HG_TOT 5.081 3.749 3.748937 0.8922277
## en X 5.209 4.628 4.628108 0.8884057
## en13 DUR_TOT 5.209 4.628 4.628108 0.8884057
## en14 N_TOT 5.209 4.628 4.628108 0.8884057
## en16 N_NH3 5.209 4.628 4.628108 0.8884057
## en17 N_NO2 5.209 4.628 4.628108 0.8884057
## en18 N_NO3 5.209 4.628 4.628108 0.8884057
## en2 OD_mg.L 5.209 4.520 4.520000 0.8860408
## en11 TURBIEDAD 5.209 4.466 4.465946 0.8848203
## en5 TEMP_AGUA 5.209 4.337 4.337435 0.8818111
## en7 E_COLI 5.209 4.337 4.337435 0.8818111
## en15 COLI_FEC 5.209 4.337 4.337435 0.8818111
## en9 CR_TOT 4.973 2.318 2.317736 0.8705234
## en4 pH_CAMPO 5.101 3.095 3.094890 0.8673710
## en12 COLOR_VER 5.155 3.371 3.370559 0.8647225
## en3 COLI_TOT 5.101 3.005 3.004923 0.8639404
## en1 SAAM 5.209 3.548 3.547725 0.8592067
## en6 NI_TOT 4.885 1.483 1.482650 0.8522588
## en10 AS_TOT 5.155 2.346 2.345985 0.8164843
## var en mi ig gr
## en6 NI_TOT 4.134 1.503 1.503052 0.8639866
## en9 CR_TOT 4.540 2.020 2.019910 0.7586624
## en11 TURBIEDAD 5.155 3.790 3.789742 0.7508467
## en X 5.209 3.898 3.897850 0.7482263
## en13 DUR_TOT 5.209 3.898 3.897850 0.7482263
## en14 N_TOT 5.209 3.898 3.897850 0.7482263
## en16 N_NH3 5.209 3.898 3.897850 0.7482263
## en17 N_NO2 5.209 3.898 3.897850 0.7482263
## en18 N_NO3 5.209 3.898 3.897850 0.7482263
## en15 COLI_FEC 5.155 3.661 3.661231 0.7443372
## en2 OD_mg.L 5.209 3.790 3.789742 0.7428907
## en5 TEMP_AGUA 5.209 3.607 3.607177 0.7333479
## en7 E_COLI 5.209 3.607 3.607177 0.7333479
## en12 SST 5.155 3.371 3.370559 0.7282800
## en3 COLI_TOT 4.865 2.511 2.511283 0.7220149
## en1 SAAM 5.047 2.980 2.979629 0.7216223
## en8 HG_TOT 5.155 2.944 2.944223 0.7007098
## en10 AS_TOT 4.831 1.940 1.940051 0.6752052
## en4 pH_CAMPO 5.101 2.365 2.364632 0.6627096
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 N_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en3 COLI_TOT 4.919 3.478 3.478160 1.0000000
## en4 pH_CAMPO 5.101 3.386 3.385563 0.9488346
## en X 5.209 4.919 4.918781 0.9442029
## en14 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en15 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en11 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en7 E_COLI 5.209 4.628 4.628108 0.9409056
## en13 COLOR_VER 5.155 3.661 3.661231 0.9392951
## en12 SST 5.209 4.337 4.337435 0.9371941
## en10 AS_TOT 5.101 2.691 2.690711 0.9364612
## en8 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en6 NI_TOT 5.047 1.611 1.611160 0.9261294
## en9 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO2 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1Gráficas EntropÃa
## var en mi ig gr
## en8 CR_TOT 4.662 2.130 2.129773 0.7999261
## en X 5.209 4.129 4.129070 0.7926111
## en13 DUR_TOT 5.209 4.129 4.129070 0.7926111
## en14 N_TOT 5.209 4.129 4.129070 0.7926111
## en16 N_NH3 5.209 4.129 4.129070 0.7926111
## en17 N_NO2 5.209 4.129 4.129070 0.7926111
## en18 N_NO3 5.209 4.129 4.129070 0.7926111
## en5 NI_TOT 4.496 1.373 1.372973 0.7892146
## en1 OD_mg.L 5.209 4.021 4.020962 0.7882161
## en7 HG_TOT 5.027 3.304 3.303954 0.7863239
## en10 TURBIEDAD 5.209 3.967 3.966908 0.7859480
## en4 TEMP_AGUA 5.209 3.838 3.838398 0.7803555
## en6 E_COLI 5.209 3.838 3.838398 0.7803555
## en15 COLI_FEC 5.209 3.838 3.838398 0.7803555
## en11 SST 5.209 3.548 3.547725 0.7665606
## en12 COLOR_VER 5.047 2.980 2.979629 0.7644289
## en9 AS_TOT 4.842 2.161 2.160721 0.7520061
## en2 COLI_TOT 5.047 2.560 2.559939 0.7360039
## en3 pH_CAMPO 5.101 2.596 2.595853 0.7275112
## Error in table(input, target) : all arguments must have the same length
## Error in table(input, target) : all arguments must have the same length
## var en mi ig gr
## en15 COLI_FEC 4.919 3.478 3.478160 0.7071183
## en5 NI_TOT 4.019 1.199 1.199019 0.6892219
## en9 AS_TOT 4.399 1.953 1.952793 0.6796400
## en X 5.209 3.478 3.478160 0.6676631
## en13 DUR_TOT 5.209 3.478 3.478160 0.6676631
## en14 N_TOT 5.209 3.478 3.478160 0.6676631
## en16 N_NH3 5.209 3.478 3.478160 0.6676631
## en17 N_NO2 5.209 3.478 3.478160 0.6676631
## en18 N_NO3 5.209 3.478 3.478160 0.6676631
## en2 OD_mg.L 5.209 3.370 3.370052 0.6606202
## en4 TEMP_AGUA 5.155 3.242 3.241541 0.6590132
## en10 TURBIEDAD 5.209 3.316 3.315998 0.6569856
## en11 SST 5.101 3.005 3.004923 0.6492767
## en6 E_COLI 5.209 3.187 3.187487 0.6480239
## en12 COLOR_VER 4.865 2.511 2.511283 0.6442740
## en3 pH_CAMPO 4.831 2.215 2.215212 0.6208333
## en1 SAAM 5.047 2.560 2.559939 0.6199795
## en8 CR_TOT 4.507 1.634 1.633872 0.6136694
## en7 HG_TOT 5.155 2.525 2.524533 0.6008257
## var en mi ig gr
## en15 COLI_FEC 5.101 3.386 3.385563 0.6882931
## en X 5.209 3.568 3.568128 0.6849332
## en13 DUR_TOT 5.209 3.568 3.568128 0.6849332
## en14 N_TOT 5.209 3.568 3.568128 0.6849332
## en16 N_NH3 5.209 3.568 3.568128 0.6849332
## en17 N_NO2 5.209 3.568 3.568128 0.6849332
## en18 N_NO3 5.209 3.568 3.568128 0.6849332
## en2 OD_mg.L 5.209 3.460 3.460019 0.6782563
## en10 TURBIEDAD 5.209 3.406 3.405965 0.6748106
## en11 SST 5.101 3.095 3.094890 0.6687161
## en4 TEMP_AGUA 5.209 3.277 3.277455 0.6663145
## en6 E_COLI 5.209 3.277 3.277455 0.6663145
## en9 AS_TOT 4.608 1.834 1.833698 0.6381906
## en3 COLI_TOT 4.831 2.215 2.215212 0.6368921
## en7 HG_TOT 5.101 2.669 2.668554 0.6351021
## en1 SAAM 5.101 2.596 2.595853 0.6286773
## en12 COLOR_VER 5.101 2.365 2.364632 0.6066504
## en5 NI_TOT 4.260 1.048 1.047518 0.6021359
## en8 CR_TOT 4.628 1.602 1.602482 0.6018796
## var en mi ig gr
## en9 AS_TOT 5.027 2.765 2.765168 0.9623746
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en6 E_COLI 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en11 SST 5.209 4.337 4.337435 0.9371941
## en3 COLI_TOT 5.155 3.242 3.241541 0.9319702
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en5 NI_TOT 5.047 1.611 1.611160 0.9261294
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en8 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en8 CR_TOT 2.717 1.686 1.6856165 0.6331044
## en12 COLOR_VER 4.134 1.503 1.5030520 0.3856105
## en3 COLI_TOT 4.019 1.199 1.1990190 0.3447280
## en6 E_COLI 4.973 1.686 1.6856165 0.3426899
## en7 HG_TOT 4.516 1.425 1.4252725 0.3392075
## en10 TURBIEDAD 5.101 1.686 1.6856165 0.3339646
## en X 5.209 1.740 1.7396706 0.3339449
## en13 DUR_TOT 5.209 1.740 1.7396706 0.3339449
## en14 N_TOT 5.209 1.740 1.7396706 0.3339449
## en16 N_NH3 5.209 1.740 1.7396706 0.3339449
## en17 N_NO2 5.209 1.740 1.7396706 0.3339449
## en18 N_NO3 5.209 1.740 1.7396706 0.3339449
## en1 SAAM 4.496 1.373 1.3729734 0.3325139
## en2 OD_mg.L 5.155 1.686 1.6856165 0.3304259
## en5 TEMP_AGUA 5.047 1.611 1.6111601 0.3275527
## en15 COLI_FEC 5.047 1.611 1.6111601 0.3275527
## en11 SST 4.885 1.483 1.4826496 0.3203576
## en4 pH_CAMPO 4.260 1.048 1.0475181 0.2935764
## en9 AS_TOT 4.181 0.432 0.4319729 0.1503416
## var en mi ig gr
## en6 NI_TOT 4.973 1.686 1.685617 0.9689286
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en8 CR_TOT 5.081 2.500 2.500300 0.9390932
## en11 SST 5.209 4.337 4.337435 0.9371941
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en3 COLI_TOT 5.209 3.187 3.187487 0.9164292
## en9 AS_TOT 5.209 2.583 2.582603 0.8988358
## var en mi ig gr
## en8 CR_TOT 4.516 2.348 2.348064 0.8819146
## en6 NI_TOT 4.516 1.425 1.425273 0.8192772
## en11 SST 5.081 3.749 3.748937 0.8100366
## en X 5.209 4.202 4.201772 0.8065668
## en13 DUR_TOT 5.209 4.202 4.201772 0.8065668
## en14 N_TOT 5.209 4.202 4.201772 0.8065668
## en16 N_NH3 5.209 4.202 4.201772 0.8065668
## en17 N_NO2 5.209 4.202 4.201772 0.8065668
## en18 N_NO3 5.209 4.202 4.201772 0.8065668
## en2 OD_mg.L 5.209 4.094 4.093664 0.8024675
## en10 TURBIEDAD 5.209 4.040 4.039610 0.8003520
## en1 SAAM 5.027 3.304 3.303954 0.8001689
## en5 TEMP_AGUA 5.209 3.911 3.911099 0.7951359
## en7 E_COLI 5.209 3.911 3.911099 0.7951359
## en15 COLI_FEC 5.209 3.911 3.911099 0.7951359
## en12 COLOR_VER 5.155 2.944 2.944223 0.7553453
## en4 pH_CAMPO 5.101 2.669 2.668554 0.7478864
## en3 COLI_TOT 5.155 2.525 2.524533 0.7258242
## en9 AS_TOT 5.027 2.048 2.048159 0.7128306
## var en mi ig gr
## en6 NI_TOT 2.717 1.686 1.6856165 0.9689286
## en8 HG_TOT 4.516 2.348 2.3480643 0.5588272
## en12 COLOR_VER 4.540 2.020 2.0199100 0.5182113
## en1 SAAM 4.662 2.130 2.1297730 0.5157996
## en X 5.209 2.662 2.6624624 0.5110829
## en13 DUR_TOT 5.209 2.662 2.6624624 0.5110829
## en14 N_TOT 5.209 2.662 2.6624624 0.5110829
## en16 N_NH3 5.209 2.662 2.6624624 0.5110829
## en17 N_NO2 5.209 2.662 2.6624624 0.5110829
## en18 N_NO3 5.209 2.662 2.6624624 0.5110829
## en7 E_COLI 5.081 2.500 2.5003002 0.5083171
## en10 TURBIEDAD 5.155 2.554 2.5543543 0.5060842
## en11 SST 4.973 2.318 2.3177357 0.5007955
## en2 OD_mg.L 5.209 2.554 2.5543543 0.5007217
## en5 TEMP_AGUA 5.155 2.426 2.4258438 0.4931799
## en15 COLI_FEC 5.155 2.426 2.4258438 0.4931799
## en3 COLI_TOT 4.507 1.634 1.6338717 0.4697517
## en4 pH_CAMPO 4.628 1.602 1.6024818 0.4491100
## en9 AS_TOT 4.561 0.975 0.9749337 0.3393108
## var en mi ig gr
## en5 TEMP_AGUA 5.027 2.765 2.7651679 0.5621653
## en3 COLI_TOT 4.399 1.953 1.9527934 0.5614444
## en X 5.209 2.873 2.8732760 0.5515504
## en13 DUR_TOT 5.209 2.873 2.8732760 0.5515504
## en14 N_TOT 5.209 2.873 2.8732760 0.5515504
## en16 N_NH3 5.209 2.873 2.8732760 0.5515504
## en17 N_NO2 5.209 2.873 2.8732760 0.5515504
## en18 N_NO3 5.209 2.873 2.8732760 0.5515504
## en10 TURBIEDAD 5.155 2.765 2.7651679 0.5478519
## en15 COLI_FEC 5.101 2.691 2.6907115 0.5470281
## en2 OD_mg.L 5.209 2.765 2.7651679 0.5420468
## en7 E_COLI 5.209 2.583 2.5826034 0.5250495
## en1 SAAM 4.842 2.161 2.1607212 0.5232948
## en4 pH_CAMPO 4.608 1.834 1.8336978 0.5139104
## en11 SST 5.155 2.346 2.3459848 0.5068993
## en12 COLOR_VER 4.831 1.940 1.9400510 0.4977234
## en8 HG_TOT 5.027 2.048 2.0481591 0.4874513
## en9 CR_TOT 4.561 0.975 0.9749337 0.3661775
## en6 NI_TOT 4.181 0.432 0.4319729 0.2483073
## var en mi ig gr
## en12 COLOR_VER 5.155 3.790 3.789742 0.9722647
## en6 NI_TOT 5.101 1.686 1.685617 0.9689286
## en X 5.209 5.047 5.047291 0.9688716
## en13 DUR_TOT 5.209 5.047 5.047291 0.9688716
## en14 N_TOT 5.209 5.047 5.047291 0.9688716
## en16 N_NH3 5.209 5.047 5.047291 0.9688716
## en17 N_NO2 5.209 5.047 5.047291 0.9688716
## en18 N_NO3 5.209 5.047 5.047291 0.9688716
## en2 OD_mg.L 5.209 4.939 4.939183 0.9682119
## en5 TEMP_AGUA 5.209 4.757 4.756619 0.9670320
## en7 E_COLI 5.209 4.757 4.756619 0.9670320
## en15 COLI_FEC 5.209 4.757 4.756619 0.9670320
## en11 SST 5.209 4.466 4.465946 0.9649615
## en10 AS_TOT 5.155 2.765 2.765168 0.9623746
## en8 HG_TOT 5.209 4.040 4.039610 0.9614062
## en1 SAAM 5.209 3.967 3.966908 0.9607267
## en9 CR_TOT 5.155 2.554 2.554354 0.9593954
## en4 pH_CAMPO 5.209 3.406 3.405965 0.9545526
## en3 COLI_TOT 5.209 3.316 3.315998 0.9533770
## var en mi ig gr
## en8 HG_TOT 5.081 3.749 3.748937 0.8922277
## en X 5.209 4.628 4.628108 0.8884057
## en13 DUR_TOT 5.209 4.628 4.628108 0.8884057
## en14 N_TOT 5.209 4.628 4.628108 0.8884057
## en16 N_NH3 5.209 4.628 4.628108 0.8884057
## en17 N_NO2 5.209 4.628 4.628108 0.8884057
## en18 N_NO3 5.209 4.628 4.628108 0.8884057
## en2 OD_mg.L 5.209 4.520 4.520000 0.8860408
## en11 TURBIEDAD 5.209 4.466 4.465946 0.8848203
## en5 TEMP_AGUA 5.209 4.337 4.337435 0.8818111
## en7 E_COLI 5.209 4.337 4.337435 0.8818111
## en15 COLI_FEC 5.209 4.337 4.337435 0.8818111
## en9 CR_TOT 4.973 2.318 2.317736 0.8705234
## en4 pH_CAMPO 5.101 3.095 3.094890 0.8673710
## en12 COLOR_VER 5.155 3.371 3.370559 0.8647225
## en3 COLI_TOT 5.101 3.005 3.004923 0.8639404
## en1 SAAM 5.209 3.548 3.547725 0.8592067
## en6 NI_TOT 4.885 1.483 1.482650 0.8522588
## en10 AS_TOT 5.155 2.346 2.345985 0.8164843
## var en mi ig gr
## en6 NI_TOT 4.134 1.503 1.503052 0.8639866
## en9 CR_TOT 4.540 2.020 2.019910 0.7586624
## en11 TURBIEDAD 5.155 3.790 3.789742 0.7508467
## en X 5.209 3.898 3.897850 0.7482263
## en13 DUR_TOT 5.209 3.898 3.897850 0.7482263
## en14 N_TOT 5.209 3.898 3.897850 0.7482263
## en16 N_NH3 5.209 3.898 3.897850 0.7482263
## en17 N_NO2 5.209 3.898 3.897850 0.7482263
## en18 N_NO3 5.209 3.898 3.897850 0.7482263
## en15 COLI_FEC 5.155 3.661 3.661231 0.7443372
## en2 OD_mg.L 5.209 3.790 3.789742 0.7428907
## en5 TEMP_AGUA 5.209 3.607 3.607177 0.7333479
## en7 E_COLI 5.209 3.607 3.607177 0.7333479
## en12 SST 5.155 3.371 3.370559 0.7282800
## en3 COLI_TOT 4.865 2.511 2.511283 0.7220149
## en1 SAAM 5.047 2.980 2.979629 0.7216223
## en8 HG_TOT 5.155 2.944 2.944223 0.7007098
## en10 AS_TOT 4.831 1.940 1.940051 0.6752052
## en4 pH_CAMPO 5.101 2.365 2.364632 0.6627096
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 N_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en3 COLI_TOT 4.919 3.478 3.478160 1.0000000
## en4 pH_CAMPO 5.101 3.386 3.385563 0.9488346
## en X 5.209 4.919 4.918781 0.9442029
## en14 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en15 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en11 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en7 E_COLI 5.209 4.628 4.628108 0.9409056
## en13 COLOR_VER 5.155 3.661 3.661231 0.9392951
## en12 SST 5.209 4.337 4.337435 0.9371941
## en10 AS_TOT 5.101 2.691 2.690711 0.9364612
## en8 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en6 NI_TOT 5.047 1.611 1.611160 0.9261294
## en9 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO2 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1Gráficas Ganancia de información
## var en mi ig gr
## en8 CR_TOT 4.662 2.130 2.129773 0.7999261
## en X 5.209 4.129 4.129070 0.7926111
## en13 DUR_TOT 5.209 4.129 4.129070 0.7926111
## en14 N_TOT 5.209 4.129 4.129070 0.7926111
## en16 N_NH3 5.209 4.129 4.129070 0.7926111
## en17 N_NO2 5.209 4.129 4.129070 0.7926111
## en18 N_NO3 5.209 4.129 4.129070 0.7926111
## en5 NI_TOT 4.496 1.373 1.372973 0.7892146
## en1 OD_mg.L 5.209 4.021 4.020962 0.7882161
## en7 HG_TOT 5.027 3.304 3.303954 0.7863239
## en10 TURBIEDAD 5.209 3.967 3.966908 0.7859480
## en4 TEMP_AGUA 5.209 3.838 3.838398 0.7803555
## en6 E_COLI 5.209 3.838 3.838398 0.7803555
## en15 COLI_FEC 5.209 3.838 3.838398 0.7803555
## en11 SST 5.209 3.548 3.547725 0.7665606
## en12 COLOR_VER 5.047 2.980 2.979629 0.7644289
## en9 AS_TOT 4.842 2.161 2.160721 0.7520061
## en2 COLI_TOT 5.047 2.560 2.559939 0.7360039
## en3 pH_CAMPO 5.101 2.596 2.595853 0.7275112
## Error in table(input, target) : all arguments must have the same length
## Error in table(input, target) : all arguments must have the same length
## var en mi ig gr
## en15 COLI_FEC 4.919 3.478 3.478160 0.7071183
## en5 NI_TOT 4.019 1.199 1.199019 0.6892219
## en9 AS_TOT 4.399 1.953 1.952793 0.6796400
## en X 5.209 3.478 3.478160 0.6676631
## en13 DUR_TOT 5.209 3.478 3.478160 0.6676631
## en14 N_TOT 5.209 3.478 3.478160 0.6676631
## en16 N_NH3 5.209 3.478 3.478160 0.6676631
## en17 N_NO2 5.209 3.478 3.478160 0.6676631
## en18 N_NO3 5.209 3.478 3.478160 0.6676631
## en2 OD_mg.L 5.209 3.370 3.370052 0.6606202
## en4 TEMP_AGUA 5.155 3.242 3.241541 0.6590132
## en10 TURBIEDAD 5.209 3.316 3.315998 0.6569856
## en11 SST 5.101 3.005 3.004923 0.6492767
## en6 E_COLI 5.209 3.187 3.187487 0.6480239
## en12 COLOR_VER 4.865 2.511 2.511283 0.6442740
## en3 pH_CAMPO 4.831 2.215 2.215212 0.6208333
## en1 SAAM 5.047 2.560 2.559939 0.6199795
## en8 CR_TOT 4.507 1.634 1.633872 0.6136694
## en7 HG_TOT 5.155 2.525 2.524533 0.6008257
## var en mi ig gr
## en15 COLI_FEC 5.101 3.386 3.385563 0.6882931
## en X 5.209 3.568 3.568128 0.6849332
## en13 DUR_TOT 5.209 3.568 3.568128 0.6849332
## en14 N_TOT 5.209 3.568 3.568128 0.6849332
## en16 N_NH3 5.209 3.568 3.568128 0.6849332
## en17 N_NO2 5.209 3.568 3.568128 0.6849332
## en18 N_NO3 5.209 3.568 3.568128 0.6849332
## en2 OD_mg.L 5.209 3.460 3.460019 0.6782563
## en10 TURBIEDAD 5.209 3.406 3.405965 0.6748106
## en11 SST 5.101 3.095 3.094890 0.6687161
## en4 TEMP_AGUA 5.209 3.277 3.277455 0.6663145
## en6 E_COLI 5.209 3.277 3.277455 0.6663145
## en9 AS_TOT 4.608 1.834 1.833698 0.6381906
## en3 COLI_TOT 4.831 2.215 2.215212 0.6368921
## en7 HG_TOT 5.101 2.669 2.668554 0.6351021
## en1 SAAM 5.101 2.596 2.595853 0.6286773
## en12 COLOR_VER 5.101 2.365 2.364632 0.6066504
## en5 NI_TOT 4.260 1.048 1.047518 0.6021359
## en8 CR_TOT 4.628 1.602 1.602482 0.6018796
## var en mi ig gr
## en9 AS_TOT 5.027 2.765 2.765168 0.9623746
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en6 E_COLI 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en11 SST 5.209 4.337 4.337435 0.9371941
## en3 COLI_TOT 5.155 3.242 3.241541 0.9319702
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en5 NI_TOT 5.047 1.611 1.611160 0.9261294
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en8 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en8 CR_TOT 2.717 1.686 1.6856165 0.6331044
## en12 COLOR_VER 4.134 1.503 1.5030520 0.3856105
## en3 COLI_TOT 4.019 1.199 1.1990190 0.3447280
## en6 E_COLI 4.973 1.686 1.6856165 0.3426899
## en7 HG_TOT 4.516 1.425 1.4252725 0.3392075
## en10 TURBIEDAD 5.101 1.686 1.6856165 0.3339646
## en X 5.209 1.740 1.7396706 0.3339449
## en13 DUR_TOT 5.209 1.740 1.7396706 0.3339449
## en14 N_TOT 5.209 1.740 1.7396706 0.3339449
## en16 N_NH3 5.209 1.740 1.7396706 0.3339449
## en17 N_NO2 5.209 1.740 1.7396706 0.3339449
## en18 N_NO3 5.209 1.740 1.7396706 0.3339449
## en1 SAAM 4.496 1.373 1.3729734 0.3325139
## en2 OD_mg.L 5.155 1.686 1.6856165 0.3304259
## en5 TEMP_AGUA 5.047 1.611 1.6111601 0.3275527
## en15 COLI_FEC 5.047 1.611 1.6111601 0.3275527
## en11 SST 4.885 1.483 1.4826496 0.3203576
## en4 pH_CAMPO 4.260 1.048 1.0475181 0.2935764
## en9 AS_TOT 4.181 0.432 0.4319729 0.1503416
## var en mi ig gr
## en6 NI_TOT 4.973 1.686 1.685617 0.9689286
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en8 CR_TOT 5.081 2.500 2.500300 0.9390932
## en11 SST 5.209 4.337 4.337435 0.9371941
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en3 COLI_TOT 5.209 3.187 3.187487 0.9164292
## en9 AS_TOT 5.209 2.583 2.582603 0.8988358
## var en mi ig gr
## en8 CR_TOT 4.516 2.348 2.348064 0.8819146
## en6 NI_TOT 4.516 1.425 1.425273 0.8192772
## en11 SST 5.081 3.749 3.748937 0.8100366
## en X 5.209 4.202 4.201772 0.8065668
## en13 DUR_TOT 5.209 4.202 4.201772 0.8065668
## en14 N_TOT 5.209 4.202 4.201772 0.8065668
## en16 N_NH3 5.209 4.202 4.201772 0.8065668
## en17 N_NO2 5.209 4.202 4.201772 0.8065668
## en18 N_NO3 5.209 4.202 4.201772 0.8065668
## en2 OD_mg.L 5.209 4.094 4.093664 0.8024675
## en10 TURBIEDAD 5.209 4.040 4.039610 0.8003520
## en1 SAAM 5.027 3.304 3.303954 0.8001689
## en5 TEMP_AGUA 5.209 3.911 3.911099 0.7951359
## en7 E_COLI 5.209 3.911 3.911099 0.7951359
## en15 COLI_FEC 5.209 3.911 3.911099 0.7951359
## en12 COLOR_VER 5.155 2.944 2.944223 0.7553453
## en4 pH_CAMPO 5.101 2.669 2.668554 0.7478864
## en3 COLI_TOT 5.155 2.525 2.524533 0.7258242
## en9 AS_TOT 5.027 2.048 2.048159 0.7128306
## var en mi ig gr
## en6 NI_TOT 2.717 1.686 1.6856165 0.9689286
## en8 HG_TOT 4.516 2.348 2.3480643 0.5588272
## en12 COLOR_VER 4.540 2.020 2.0199100 0.5182113
## en1 SAAM 4.662 2.130 2.1297730 0.5157996
## en X 5.209 2.662 2.6624624 0.5110829
## en13 DUR_TOT 5.209 2.662 2.6624624 0.5110829
## en14 N_TOT 5.209 2.662 2.6624624 0.5110829
## en16 N_NH3 5.209 2.662 2.6624624 0.5110829
## en17 N_NO2 5.209 2.662 2.6624624 0.5110829
## en18 N_NO3 5.209 2.662 2.6624624 0.5110829
## en7 E_COLI 5.081 2.500 2.5003002 0.5083171
## en10 TURBIEDAD 5.155 2.554 2.5543543 0.5060842
## en11 SST 4.973 2.318 2.3177357 0.5007955
## en2 OD_mg.L 5.209 2.554 2.5543543 0.5007217
## en5 TEMP_AGUA 5.155 2.426 2.4258438 0.4931799
## en15 COLI_FEC 5.155 2.426 2.4258438 0.4931799
## en3 COLI_TOT 4.507 1.634 1.6338717 0.4697517
## en4 pH_CAMPO 4.628 1.602 1.6024818 0.4491100
## en9 AS_TOT 4.561 0.975 0.9749337 0.3393108
## var en mi ig gr
## en5 TEMP_AGUA 5.027 2.765 2.7651679 0.5621653
## en3 COLI_TOT 4.399 1.953 1.9527934 0.5614444
## en X 5.209 2.873 2.8732760 0.5515504
## en13 DUR_TOT 5.209 2.873 2.8732760 0.5515504
## en14 N_TOT 5.209 2.873 2.8732760 0.5515504
## en16 N_NH3 5.209 2.873 2.8732760 0.5515504
## en17 N_NO2 5.209 2.873 2.8732760 0.5515504
## en18 N_NO3 5.209 2.873 2.8732760 0.5515504
## en10 TURBIEDAD 5.155 2.765 2.7651679 0.5478519
## en15 COLI_FEC 5.101 2.691 2.6907115 0.5470281
## en2 OD_mg.L 5.209 2.765 2.7651679 0.5420468
## en7 E_COLI 5.209 2.583 2.5826034 0.5250495
## en1 SAAM 4.842 2.161 2.1607212 0.5232948
## en4 pH_CAMPO 4.608 1.834 1.8336978 0.5139104
## en11 SST 5.155 2.346 2.3459848 0.5068993
## en12 COLOR_VER 4.831 1.940 1.9400510 0.4977234
## en8 HG_TOT 5.027 2.048 2.0481591 0.4874513
## en9 CR_TOT 4.561 0.975 0.9749337 0.3661775
## en6 NI_TOT 4.181 0.432 0.4319729 0.2483073
## var en mi ig gr
## en12 COLOR_VER 5.155 3.790 3.789742 0.9722647
## en6 NI_TOT 5.101 1.686 1.685617 0.9689286
## en X 5.209 5.047 5.047291 0.9688716
## en13 DUR_TOT 5.209 5.047 5.047291 0.9688716
## en14 N_TOT 5.209 5.047 5.047291 0.9688716
## en16 N_NH3 5.209 5.047 5.047291 0.9688716
## en17 N_NO2 5.209 5.047 5.047291 0.9688716
## en18 N_NO3 5.209 5.047 5.047291 0.9688716
## en2 OD_mg.L 5.209 4.939 4.939183 0.9682119
## en5 TEMP_AGUA 5.209 4.757 4.756619 0.9670320
## en7 E_COLI 5.209 4.757 4.756619 0.9670320
## en15 COLI_FEC 5.209 4.757 4.756619 0.9670320
## en11 SST 5.209 4.466 4.465946 0.9649615
## en10 AS_TOT 5.155 2.765 2.765168 0.9623746
## en8 HG_TOT 5.209 4.040 4.039610 0.9614062
## en1 SAAM 5.209 3.967 3.966908 0.9607267
## en9 CR_TOT 5.155 2.554 2.554354 0.9593954
## en4 pH_CAMPO 5.209 3.406 3.405965 0.9545526
## en3 COLI_TOT 5.209 3.316 3.315998 0.9533770
## var en mi ig gr
## en8 HG_TOT 5.081 3.749 3.748937 0.8922277
## en X 5.209 4.628 4.628108 0.8884057
## en13 DUR_TOT 5.209 4.628 4.628108 0.8884057
## en14 N_TOT 5.209 4.628 4.628108 0.8884057
## en16 N_NH3 5.209 4.628 4.628108 0.8884057
## en17 N_NO2 5.209 4.628 4.628108 0.8884057
## en18 N_NO3 5.209 4.628 4.628108 0.8884057
## en2 OD_mg.L 5.209 4.520 4.520000 0.8860408
## en11 TURBIEDAD 5.209 4.466 4.465946 0.8848203
## en5 TEMP_AGUA 5.209 4.337 4.337435 0.8818111
## en7 E_COLI 5.209 4.337 4.337435 0.8818111
## en15 COLI_FEC 5.209 4.337 4.337435 0.8818111
## en9 CR_TOT 4.973 2.318 2.317736 0.8705234
## en4 pH_CAMPO 5.101 3.095 3.094890 0.8673710
## en12 COLOR_VER 5.155 3.371 3.370559 0.8647225
## en3 COLI_TOT 5.101 3.005 3.004923 0.8639404
## en1 SAAM 5.209 3.548 3.547725 0.8592067
## en6 NI_TOT 4.885 1.483 1.482650 0.8522588
## en10 AS_TOT 5.155 2.346 2.345985 0.8164843
## var en mi ig gr
## en6 NI_TOT 4.134 1.503 1.503052 0.8639866
## en9 CR_TOT 4.540 2.020 2.019910 0.7586624
## en11 TURBIEDAD 5.155 3.790 3.789742 0.7508467
## en X 5.209 3.898 3.897850 0.7482263
## en13 DUR_TOT 5.209 3.898 3.897850 0.7482263
## en14 N_TOT 5.209 3.898 3.897850 0.7482263
## en16 N_NH3 5.209 3.898 3.897850 0.7482263
## en17 N_NO2 5.209 3.898 3.897850 0.7482263
## en18 N_NO3 5.209 3.898 3.897850 0.7482263
## en15 COLI_FEC 5.155 3.661 3.661231 0.7443372
## en2 OD_mg.L 5.209 3.790 3.789742 0.7428907
## en5 TEMP_AGUA 5.209 3.607 3.607177 0.7333479
## en7 E_COLI 5.209 3.607 3.607177 0.7333479
## en12 SST 5.155 3.371 3.370559 0.7282800
## en3 COLI_TOT 4.865 2.511 2.511283 0.7220149
## en1 SAAM 5.047 2.980 2.979629 0.7216223
## en8 HG_TOT 5.155 2.944 2.944223 0.7007098
## en10 AS_TOT 4.831 1.940 1.940051 0.6752052
## en4 pH_CAMPO 5.101 2.365 2.364632 0.6627096
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 N_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en3 COLI_TOT 4.919 3.478 3.478160 1.0000000
## en4 pH_CAMPO 5.101 3.386 3.385563 0.9488346
## en X 5.209 4.919 4.918781 0.9442029
## en14 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en15 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en11 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en7 E_COLI 5.209 4.628 4.628108 0.9409056
## en13 COLOR_VER 5.155 3.661 3.661231 0.9392951
## en12 SST 5.209 4.337 4.337435 0.9371941
## en10 AS_TOT 5.101 2.691 2.690711 0.9364612
## en8 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en6 NI_TOT 5.047 1.611 1.611160 0.9261294
## en9 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO2 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1Gráficas Proporción de Ganancia (de información)
## var en mi ig gr
## en8 CR_TOT 4.662 2.130 2.129773 0.7999261
## en X 5.209 4.129 4.129070 0.7926111
## en13 DUR_TOT 5.209 4.129 4.129070 0.7926111
## en14 N_TOT 5.209 4.129 4.129070 0.7926111
## en16 N_NH3 5.209 4.129 4.129070 0.7926111
## en17 N_NO2 5.209 4.129 4.129070 0.7926111
## en18 N_NO3 5.209 4.129 4.129070 0.7926111
## en5 NI_TOT 4.496 1.373 1.372973 0.7892146
## en1 OD_mg.L 5.209 4.021 4.020962 0.7882161
## en7 HG_TOT 5.027 3.304 3.303954 0.7863239
## en10 TURBIEDAD 5.209 3.967 3.966908 0.7859480
## en4 TEMP_AGUA 5.209 3.838 3.838398 0.7803555
## en6 E_COLI 5.209 3.838 3.838398 0.7803555
## en15 COLI_FEC 5.209 3.838 3.838398 0.7803555
## en11 SST 5.209 3.548 3.547725 0.7665606
## en12 COLOR_VER 5.047 2.980 2.979629 0.7644289
## en9 AS_TOT 4.842 2.161 2.160721 0.7520061
## en2 COLI_TOT 5.047 2.560 2.559939 0.7360039
## en3 pH_CAMPO 5.101 2.596 2.595853 0.7275112
## Error in table(input, target) : all arguments must have the same length
## Error in table(input, target) : all arguments must have the same length
## var en mi ig gr
## en15 COLI_FEC 4.919 3.478 3.478160 0.7071183
## en5 NI_TOT 4.019 1.199 1.199019 0.6892219
## en9 AS_TOT 4.399 1.953 1.952793 0.6796400
## en X 5.209 3.478 3.478160 0.6676631
## en13 DUR_TOT 5.209 3.478 3.478160 0.6676631
## en14 N_TOT 5.209 3.478 3.478160 0.6676631
## en16 N_NH3 5.209 3.478 3.478160 0.6676631
## en17 N_NO2 5.209 3.478 3.478160 0.6676631
## en18 N_NO3 5.209 3.478 3.478160 0.6676631
## en2 OD_mg.L 5.209 3.370 3.370052 0.6606202
## en4 TEMP_AGUA 5.155 3.242 3.241541 0.6590132
## en10 TURBIEDAD 5.209 3.316 3.315998 0.6569856
## en11 SST 5.101 3.005 3.004923 0.6492767
## en6 E_COLI 5.209 3.187 3.187487 0.6480239
## en12 COLOR_VER 4.865 2.511 2.511283 0.6442740
## en3 pH_CAMPO 4.831 2.215 2.215212 0.6208333
## en1 SAAM 5.047 2.560 2.559939 0.6199795
## en8 CR_TOT 4.507 1.634 1.633872 0.6136694
## en7 HG_TOT 5.155 2.525 2.524533 0.6008257
## var en mi ig gr
## en15 COLI_FEC 5.101 3.386 3.385563 0.6882931
## en X 5.209 3.568 3.568128 0.6849332
## en13 DUR_TOT 5.209 3.568 3.568128 0.6849332
## en14 N_TOT 5.209 3.568 3.568128 0.6849332
## en16 N_NH3 5.209 3.568 3.568128 0.6849332
## en17 N_NO2 5.209 3.568 3.568128 0.6849332
## en18 N_NO3 5.209 3.568 3.568128 0.6849332
## en2 OD_mg.L 5.209 3.460 3.460019 0.6782563
## en10 TURBIEDAD 5.209 3.406 3.405965 0.6748106
## en11 SST 5.101 3.095 3.094890 0.6687161
## en4 TEMP_AGUA 5.209 3.277 3.277455 0.6663145
## en6 E_COLI 5.209 3.277 3.277455 0.6663145
## en9 AS_TOT 4.608 1.834 1.833698 0.6381906
## en3 COLI_TOT 4.831 2.215 2.215212 0.6368921
## en7 HG_TOT 5.101 2.669 2.668554 0.6351021
## en1 SAAM 5.101 2.596 2.595853 0.6286773
## en12 COLOR_VER 5.101 2.365 2.364632 0.6066504
## en5 NI_TOT 4.260 1.048 1.047518 0.6021359
## en8 CR_TOT 4.628 1.602 1.602482 0.6018796
## var en mi ig gr
## en9 AS_TOT 5.027 2.765 2.765168 0.9623746
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en6 E_COLI 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en11 SST 5.209 4.337 4.337435 0.9371941
## en3 COLI_TOT 5.155 3.242 3.241541 0.9319702
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en5 NI_TOT 5.047 1.611 1.611160 0.9261294
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en8 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en8 CR_TOT 2.717 1.686 1.6856165 0.6331044
## en12 COLOR_VER 4.134 1.503 1.5030520 0.3856105
## en3 COLI_TOT 4.019 1.199 1.1990190 0.3447280
## en6 E_COLI 4.973 1.686 1.6856165 0.3426899
## en7 HG_TOT 4.516 1.425 1.4252725 0.3392075
## en10 TURBIEDAD 5.101 1.686 1.6856165 0.3339646
## en X 5.209 1.740 1.7396706 0.3339449
## en13 DUR_TOT 5.209 1.740 1.7396706 0.3339449
## en14 N_TOT 5.209 1.740 1.7396706 0.3339449
## en16 N_NH3 5.209 1.740 1.7396706 0.3339449
## en17 N_NO2 5.209 1.740 1.7396706 0.3339449
## en18 N_NO3 5.209 1.740 1.7396706 0.3339449
## en1 SAAM 4.496 1.373 1.3729734 0.3325139
## en2 OD_mg.L 5.155 1.686 1.6856165 0.3304259
## en5 TEMP_AGUA 5.047 1.611 1.6111601 0.3275527
## en15 COLI_FEC 5.047 1.611 1.6111601 0.3275527
## en11 SST 4.885 1.483 1.4826496 0.3203576
## en4 pH_CAMPO 4.260 1.048 1.0475181 0.2935764
## en9 AS_TOT 4.181 0.432 0.4319729 0.1503416
## var en mi ig gr
## en6 NI_TOT 4.973 1.686 1.685617 0.9689286
## en X 5.209 4.919 4.918781 0.9442029
## en13 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en14 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en10 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en15 COLI_FEC 5.209 4.628 4.628108 0.9409056
## en8 CR_TOT 5.081 2.500 2.500300 0.9390932
## en11 SST 5.209 4.337 4.337435 0.9371941
## en7 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en12 COLOR_VER 5.209 3.607 3.607177 0.9254274
## en4 pH_CAMPO 5.209 3.277 3.277455 0.9185364
## en3 COLI_TOT 5.209 3.187 3.187487 0.9164292
## en9 AS_TOT 5.209 2.583 2.582603 0.8988358
## var en mi ig gr
## en8 CR_TOT 4.516 2.348 2.348064 0.8819146
## en6 NI_TOT 4.516 1.425 1.425273 0.8192772
## en11 SST 5.081 3.749 3.748937 0.8100366
## en X 5.209 4.202 4.201772 0.8065668
## en13 DUR_TOT 5.209 4.202 4.201772 0.8065668
## en14 N_TOT 5.209 4.202 4.201772 0.8065668
## en16 N_NH3 5.209 4.202 4.201772 0.8065668
## en17 N_NO2 5.209 4.202 4.201772 0.8065668
## en18 N_NO3 5.209 4.202 4.201772 0.8065668
## en2 OD_mg.L 5.209 4.094 4.093664 0.8024675
## en10 TURBIEDAD 5.209 4.040 4.039610 0.8003520
## en1 SAAM 5.027 3.304 3.303954 0.8001689
## en5 TEMP_AGUA 5.209 3.911 3.911099 0.7951359
## en7 E_COLI 5.209 3.911 3.911099 0.7951359
## en15 COLI_FEC 5.209 3.911 3.911099 0.7951359
## en12 COLOR_VER 5.155 2.944 2.944223 0.7553453
## en4 pH_CAMPO 5.101 2.669 2.668554 0.7478864
## en3 COLI_TOT 5.155 2.525 2.524533 0.7258242
## en9 AS_TOT 5.027 2.048 2.048159 0.7128306
## var en mi ig gr
## en6 NI_TOT 2.717 1.686 1.6856165 0.9689286
## en8 HG_TOT 4.516 2.348 2.3480643 0.5588272
## en12 COLOR_VER 4.540 2.020 2.0199100 0.5182113
## en1 SAAM 4.662 2.130 2.1297730 0.5157996
## en X 5.209 2.662 2.6624624 0.5110829
## en13 DUR_TOT 5.209 2.662 2.6624624 0.5110829
## en14 N_TOT 5.209 2.662 2.6624624 0.5110829
## en16 N_NH3 5.209 2.662 2.6624624 0.5110829
## en17 N_NO2 5.209 2.662 2.6624624 0.5110829
## en18 N_NO3 5.209 2.662 2.6624624 0.5110829
## en7 E_COLI 5.081 2.500 2.5003002 0.5083171
## en10 TURBIEDAD 5.155 2.554 2.5543543 0.5060842
## en11 SST 4.973 2.318 2.3177357 0.5007955
## en2 OD_mg.L 5.209 2.554 2.5543543 0.5007217
## en5 TEMP_AGUA 5.155 2.426 2.4258438 0.4931799
## en15 COLI_FEC 5.155 2.426 2.4258438 0.4931799
## en3 COLI_TOT 4.507 1.634 1.6338717 0.4697517
## en4 pH_CAMPO 4.628 1.602 1.6024818 0.4491100
## en9 AS_TOT 4.561 0.975 0.9749337 0.3393108
## var en mi ig gr
## en5 TEMP_AGUA 5.027 2.765 2.7651679 0.5621653
## en3 COLI_TOT 4.399 1.953 1.9527934 0.5614444
## en X 5.209 2.873 2.8732760 0.5515504
## en13 DUR_TOT 5.209 2.873 2.8732760 0.5515504
## en14 N_TOT 5.209 2.873 2.8732760 0.5515504
## en16 N_NH3 5.209 2.873 2.8732760 0.5515504
## en17 N_NO2 5.209 2.873 2.8732760 0.5515504
## en18 N_NO3 5.209 2.873 2.8732760 0.5515504
## en10 TURBIEDAD 5.155 2.765 2.7651679 0.5478519
## en15 COLI_FEC 5.101 2.691 2.6907115 0.5470281
## en2 OD_mg.L 5.209 2.765 2.7651679 0.5420468
## en7 E_COLI 5.209 2.583 2.5826034 0.5250495
## en1 SAAM 4.842 2.161 2.1607212 0.5232948
## en4 pH_CAMPO 4.608 1.834 1.8336978 0.5139104
## en11 SST 5.155 2.346 2.3459848 0.5068993
## en12 COLOR_VER 4.831 1.940 1.9400510 0.4977234
## en8 HG_TOT 5.027 2.048 2.0481591 0.4874513
## en9 CR_TOT 4.561 0.975 0.9749337 0.3661775
## en6 NI_TOT 4.181 0.432 0.4319729 0.2483073
## var en mi ig gr
## en12 COLOR_VER 5.155 3.790 3.789742 0.9722647
## en6 NI_TOT 5.101 1.686 1.685617 0.9689286
## en X 5.209 5.047 5.047291 0.9688716
## en13 DUR_TOT 5.209 5.047 5.047291 0.9688716
## en14 N_TOT 5.209 5.047 5.047291 0.9688716
## en16 N_NH3 5.209 5.047 5.047291 0.9688716
## en17 N_NO2 5.209 5.047 5.047291 0.9688716
## en18 N_NO3 5.209 5.047 5.047291 0.9688716
## en2 OD_mg.L 5.209 4.939 4.939183 0.9682119
## en5 TEMP_AGUA 5.209 4.757 4.756619 0.9670320
## en7 E_COLI 5.209 4.757 4.756619 0.9670320
## en15 COLI_FEC 5.209 4.757 4.756619 0.9670320
## en11 SST 5.209 4.466 4.465946 0.9649615
## en10 AS_TOT 5.155 2.765 2.765168 0.9623746
## en8 HG_TOT 5.209 4.040 4.039610 0.9614062
## en1 SAAM 5.209 3.967 3.966908 0.9607267
## en9 CR_TOT 5.155 2.554 2.554354 0.9593954
## en4 pH_CAMPO 5.209 3.406 3.405965 0.9545526
## en3 COLI_TOT 5.209 3.316 3.315998 0.9533770
## var en mi ig gr
## en8 HG_TOT 5.081 3.749 3.748937 0.8922277
## en X 5.209 4.628 4.628108 0.8884057
## en13 DUR_TOT 5.209 4.628 4.628108 0.8884057
## en14 N_TOT 5.209 4.628 4.628108 0.8884057
## en16 N_NH3 5.209 4.628 4.628108 0.8884057
## en17 N_NO2 5.209 4.628 4.628108 0.8884057
## en18 N_NO3 5.209 4.628 4.628108 0.8884057
## en2 OD_mg.L 5.209 4.520 4.520000 0.8860408
## en11 TURBIEDAD 5.209 4.466 4.465946 0.8848203
## en5 TEMP_AGUA 5.209 4.337 4.337435 0.8818111
## en7 E_COLI 5.209 4.337 4.337435 0.8818111
## en15 COLI_FEC 5.209 4.337 4.337435 0.8818111
## en9 CR_TOT 4.973 2.318 2.317736 0.8705234
## en4 pH_CAMPO 5.101 3.095 3.094890 0.8673710
## en12 COLOR_VER 5.155 3.371 3.370559 0.8647225
## en3 COLI_TOT 5.101 3.005 3.004923 0.8639404
## en1 SAAM 5.209 3.548 3.547725 0.8592067
## en6 NI_TOT 4.885 1.483 1.482650 0.8522588
## en10 AS_TOT 5.155 2.346 2.345985 0.8164843
## var en mi ig gr
## en6 NI_TOT 4.134 1.503 1.503052 0.8639866
## en9 CR_TOT 4.540 2.020 2.019910 0.7586624
## en11 TURBIEDAD 5.155 3.790 3.789742 0.7508467
## en X 5.209 3.898 3.897850 0.7482263
## en13 DUR_TOT 5.209 3.898 3.897850 0.7482263
## en14 N_TOT 5.209 3.898 3.897850 0.7482263
## en16 N_NH3 5.209 3.898 3.897850 0.7482263
## en17 N_NO2 5.209 3.898 3.897850 0.7482263
## en18 N_NO3 5.209 3.898 3.897850 0.7482263
## en15 COLI_FEC 5.155 3.661 3.661231 0.7443372
## en2 OD_mg.L 5.209 3.790 3.789742 0.7428907
## en5 TEMP_AGUA 5.209 3.607 3.607177 0.7333479
## en7 E_COLI 5.209 3.607 3.607177 0.7333479
## en12 SST 5.155 3.371 3.370559 0.7282800
## en3 COLI_TOT 4.865 2.511 2.511283 0.7220149
## en1 SAAM 5.047 2.980 2.979629 0.7216223
## en8 HG_TOT 5.155 2.944 2.944223 0.7007098
## en10 AS_TOT 4.831 1.940 1.940051 0.6752052
## en4 pH_CAMPO 5.101 2.365 2.364632 0.6627096
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 N_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 COLI_FEC 5.209 4.919 4.918781 1
## en16 N_NH3 5.209 5.209 5.209453 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en3 COLI_TOT 4.919 3.478 3.478160 1.0000000
## en4 pH_CAMPO 5.101 3.386 3.385563 0.9488346
## en X 5.209 4.919 4.918781 0.9442029
## en14 DUR_TOT 5.209 4.919 4.918781 0.9442029
## en15 N_TOT 5.209 4.919 4.918781 0.9442029
## en16 N_NH3 5.209 4.919 4.918781 0.9442029
## en17 N_NO2 5.209 4.919 4.918781 0.9442029
## en18 N_NO3 5.209 4.919 4.918781 0.9442029
## en2 OD_mg.L 5.209 4.811 4.810673 0.9430204
## en11 TURBIEDAD 5.209 4.757 4.756619 0.9424102
## en5 TEMP_AGUA 5.209 4.628 4.628108 0.9409056
## en7 E_COLI 5.209 4.628 4.628108 0.9409056
## en13 COLOR_VER 5.155 3.661 3.661231 0.9392951
## en12 SST 5.209 4.337 4.337435 0.9371941
## en10 AS_TOT 5.101 2.691 2.690711 0.9364612
## en8 HG_TOT 5.209 3.911 3.911099 0.9308214
## en1 SAAM 5.209 3.838 3.838398 0.9296034
## en6 NI_TOT 5.047 1.611 1.611160 0.9261294
## en9 CR_TOT 5.155 2.426 2.425844 0.9111279
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NO2 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO3 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1
## var en mi ig gr
## en6 NI_TOT 5.209 1.740 1.739671 1
## en9 CR_TOT 5.209 2.662 2.662462 1
## en X 5.209 5.209 5.209453 1
## en1 SAAM 5.209 4.129 4.129070 1
## en2 OD_mg.L 5.209 5.101 5.101345 1
## en3 COLI_TOT 5.209 3.478 3.478160 1
## en4 pH_CAMPO 5.209 3.568 3.568128 1
## en5 TEMP_AGUA 5.209 4.919 4.918781 1
## en7 E_COLI 5.209 4.919 4.918781 1
## en10 AS_TOT 5.209 2.873 2.873276 1
## en11 TURBIEDAD 5.209 5.047 5.047291 1
## en12 SST 5.209 4.628 4.628108 1
## en13 COLOR_VER 5.209 3.898 3.897850 1
## en14 DUR_TOT 5.209 5.209 5.209453 1
## en15 N_TOT 5.209 5.209 5.209453 1
## en16 COLI_FEC 5.209 4.919 4.918781 1
## en17 N_NH3 5.209 5.209 5.209453 1
## en18 N_NO2 5.209 5.209 5.209453 1
## en8 HG_TOT 5.209 4.202 4.201772 1